Adriaenssens, Sigrid

4 publications

ICLR 2025 Real-Time Design of Architectural Structures with Differentiable Mechanics and Neural Networks Rafael Pastrana, Eder Medina, Isabel M. de Oliveira, Sigrid Adriaenssens, Ryan P Adams

ICMLW 2023 JAX FDM: A Differentiable Solver for Inverse Form-Finding Rafael Pastrana, Deniz Oktay, Ryan P Adams, Sigrid Adriaenssens

ICML 2020 Amortized Finite Element Analysis for Fast PDE-Constrained Optimization Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan Adams

ICLRW 2020 Amortized Finite Element Analysis for Fast PDE-Constrained Optimization Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams